ML-Based Analysis of Particle Distributions in High-Intensity Laser Experiments: Role of Binning Strategy

When entering the phase of big data processing and statistical inferences in experimental physics, the efficient use of machine learning methods may require optimal data preprocessing methods and, in particular, optimal balance between details and noise. In experimental studies of strong-field quant...

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Detalles Bibliográficos
Autores principales: Rodimkov, Yury, Efimenko, Evgeny, Volokitin, Valentin, Panova, Elena, Polovinkin, Alexey, Meyerov, Iosif, Gonoskov, Arkady
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823469/
https://www.ncbi.nlm.nih.gov/pubmed/33375733
http://dx.doi.org/10.3390/e23010021

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823469/
https://www.ncbi.nlm.nih.gov/pubmed/33375733
http://dx.doi.org/10.3390/e23010021

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